fcn

PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help

pytorch apex tensorboard gtav fcn lane-detection semantic-segmentation pascal-voc tusimple cityscapes deeplab tensorrt mobilenet onnx erfnet lstr culane scnn resa

UpdatedOct 4, 2023
Python

MarvinTeichmann /KittiSeg

Star921

A Kitti Road Segmentation model implemented in tensorflow.

semantic computer-vision tensorflow segmentation fcn autonomous-driving kitti-data

UpdatedMar 2, 2018
Python

guanfuchen /semseg

Star787

常用的语义分割架构结构综述以及代码复现华为媒体研究院图文Caption、OCR识别、图视文多模态理解与生成相关方向工作或实习欢迎咨询 15757172165https://guanfuchen.github.io/media/hw_zhaopin_20220724_tiny.jpg

deep-learning pytorch enet fcn image-segmentation segnet semantic-segmentation gcn deeplab lrn shufflenet erfnet frrn drn label-refinement-network segmentation-networks segmentation-models bisenet future-semantic-segmentation

UpdatedJul 13, 2019
Python

dongwu92 /AutoPortraitMatting

Star478

Tensorflow implementation of Automatic Portrait Matting on paper "Automatic Portrait Segmentation for Image Stylization"

tensorflow fcn

UpdatedOct 17, 2018
Python

bodokaiser /piwise

Star386

Pixel-wise segmentation on VOC2012 dataset using pytorch.

computer-vision pytorch fcn segnet semantic-segmentation

UpdatedDec 26, 2018
Python

tfzhou /ProtoSeg

Star378

CVPR2022 (Oral) - Rethinking Semantic Segmentation: A Prototype View

prototype deep-learning clustering transformer segmentation metric-learning fcn semantic-segmentation nonparametric softmax nearest-neighbours-classifier

UpdatedJun 30, 2022
Python

nikhilroxtomar /Deep-Residual-Unet

Star234

ResUNet, a semantic segmentation model inspired by the deep residual learning and UNet. An architecture that take advantages from both(Residual and UNet) models.

tensorflow fcn semantic-segmentation keras-tensorflow resunet

UpdatedJul 26, 2020
Jupyter Notebook

wkentaro /fcn

Sponsor

Star217

Chainer Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

computer-vision deep-learning chainer segmentation fcn convolutional-networks semantic-segmentation fcn8s

UpdatedOct 6, 2021
Python

bat67 /pytorch-FCN-easiest-demo

Star196

PyTorch Implementation of Fully Convolutional Networks (a very simple and easy demo).

computer-vision cnn pytorch fcn semantic-segmentation pytorch-implmention pytorch-implementation

UpdatedFeb 3, 2019
Python

Gurupradeep /FCN-for-Semantic-Segmentation

Star179

Implemention of FCN-8 and FCN-16 with Keras and uses CRF as post processing

crf fcn vgg16 semantic-segmentation

UpdatedApr 2, 2019
Jupyter Notebook

lsh1994 /keras-segmentation

Star169

Get started with Semantic Segmentation based on Keras, including FCN32/FCN8/SegNet/U-Net

keras segmentation fcn

UpdatedMay 23, 2020
Python

JanMarcelKezmann /TensorFlow-Advanced-Segmentation-Models

Star157

A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.

computer-vision tensorflow segmentation fcn image-segmentation unet semantic-segmentation deeplab pspnet fpn segmentation-model segmentation-models hrnet danet ocnet cfnet acfnet ocrnet tensorflow-macos

UpdatedMay 1, 2023
Python

josedolz /HyperDenseNet

Star150

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

deep-neural-networks theano deep-learning cnn neural-networks deep-learning-algorithms segmentation densenet fcn convolutional-neural-networks image-segmentation medical-image-processing 3d-convolutional-network 3d-cnn medical-image-analysis medical-image-segmentation brain-segmentation hyperdensenet multi-modal-imaging segment-medical-images

UpdatedNov 20, 2019
Python

nikhilroxtomar /UNet-Segmentation-in-Keras-TensorFlow

Star145

UNet is a fully convolutional network(FCN) that does image segmentation. Its goal is to predict each pixel's class. It is built upon the FCN and modified in a way that it yields better segmentation in medical imaging.

fcn keras-tensorflow segmentation-network unet-image-segmentation unet-segmentation